CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs

Suhas S Kowshik, Abhishek Divekar, Vijit Malik

Large language models (LLMs) have demonstrated remarkable performance in diverse tasks using zero-shot and few-shot prompting. Even though their capabilities of data synthesis have…